Exploring the Facial and Neurological Activation Due to Predetermined Visual Stimulus Using Kinect and Emotiv Sensors

Andrea Catalina Plazas-Molano, Mario Enrique Duarte-González, Cristian Felipe Blanco-Díaz, Sebastián Jaramillo-Isaza

Producción científica: Capítulo en Libro/InformeContribución a la conferencia

1 Cita (Scopus)

Resumen

In recent years, technologies such as Kinect and Emotiv, combined with predetermined stimuli, have been widely used to perform studies in different fields such as neuromarketing, rehabilitation, medicine, among others. However, how facial and neurological activation parameters can be related has been little explored. This research aims to develop a way to synchronize data acquisition on both devices and find possible relationships between the data produced by facial tracking using the Kinect and the encephalographic signals obtained from the Emotiv. For this, an experimental design has been built with a population of 15 test subjects including both genders, who were exposed to a predetermined routine of images, which have been demonstrated and used by different neuroscience research centers since they can induce in humans emotions such as happiness, sadness, disgust or fear. Measurements were carried out in a controlled space, in total calm, away from any noise or interference that may affect data collection. Within the obtained results, it was identified some possible relationships between facial and encephalographic signals, as well as a dependent activation of the brain’s areas with the stimuli presented, in both the time and frequency domain.

Idioma originalInglés estadounidense
Título de la publicación alojadaApplied Computer Sciences in Engineering - 7th Workshop on Engineering Applications, WEA 2020, Proceedings
EditoresJuan Carlos Figueroa-García, Fabián Steven Garay-Rairán, Germán Jairo Hernández-Pérez, Yesid Díaz-Gutierrez
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas268-280
Número de páginas13
ISBN (versión impresa)9783030618339
DOI
EstadoPublicada - 2020
Publicado de forma externa
Evento7th Workshop on Engineering Applications, WEA 2020 - Bogota, Colombia
Duración: oct. 7 2020oct. 9 2020

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen1274 CCIS
ISSN (versión impresa)1865-0929
ISSN (versión digital)1865-0937

Conferencia

Conferencia7th Workshop on Engineering Applications, WEA 2020
País/TerritorioColombia
CiudadBogota
Período10/7/2010/9/20

Áreas temáticas de ASJC Scopus

  • Ciencia de la Computación General
  • Matemáticas General

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